---
license: apache-2.0
---
# DeskVision: Large Scale Desktop Region Captioning for Advanced GUI Agents

[\[💻Code\]](https://sh-code.mthreads.com/liang.yang/mt-gui)[\[📝Paper\]](https://arxiv.org/abs/2503.11170) [\[🤗Models\]](https://huggingface.co/caca9527/GUIExplorer)[\[🤗Data\]](https://huggingface.co/datasets/caca9527/DeskVision) 

We have open-sourced the code for generating DeskVision data, which includes two tools, Detector and Captioner. For details and how to use them, see [\[📝Paper\]](https://arxiv.org/abs/2503.11170) and [\[💻Code\]](https://sh-code.mthreads.com/liang.yang/mt-gui). We have also open-sourced (part of) the DeskVision data generated based on these tools. Due to data legitimacy reasons, self-built image data is presented in URL format. More data will be added in the future. We also generate Region Captions for the open source Desktop complete image data of [OS-Atlas](https://osatlas.github.io/), and also open source the related annotations.

**Data format description**

1. DeskVision_url

```
{"url": xx, "region captions": xx}
```

2. OS-Atlas_desktop_DeskVision
```
{"image path": xx, "region captions": xx}
```

The region captions give each interactive element ID, bbox (x1,y1,x2,y2) and caption.

**Citation**    

If you use DeskVision datasets for your research, please cite our [\[📝Paper\]](https://arxiv.org/abs/2503.11170)：

```bibtex
@misc{xu2025deskvisionlargescaledesktop,
      title={DeskVision: Large Scale Desktop Region Captioning for Advanced GUI Agents}, 
      author={Yibin Xu and Liang Yang and Hao Chen and Hua Wang and Zhi Chen and Yaohua Tang},
      year={2025},
      eprint={2503.11170},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2503.11170}, 
}
```